贝叶斯统计课程可以帮助您学习概率分布、贝叶斯推断和统计建模。您可以培养假设检验、预测解析和不确定性下决策的技能。许多课程都会介绍 R、Python 和 Stan 等工具,这些工具常用于实现贝叶斯方法和分析数据。您还将探索马尔可夫链蒙特卡洛(MCMC)技术和贝叶斯网络等概念,掌握各领域数据驱动决策的实用知识。

您将获得的技能: Unsupervised Learning, SPSS, Applied Machine Learning, Machine Learning, Data Preprocessing, Machine Learning Algorithms, Statistical Analysis, Model Evaluation, Data Analysis, Statistical Methods, Data Visualization
混合 · 课程 · 1-4 周

Case Western Reserve University
您将获得的技能: Geostatistics, Exploratory Data Analysis, Spatial Data Analysis, Spatial Analysis, Geospatial Mapping, Geospatial Information and Technology, Statistical Modeling, R Programming, Statistical Analysis, Probability & Statistics, Data Analysis, Data-Driven Decision-Making, Regression Analysis, Correlation Analysis, Data Validation, Histogram, Box Plots, Simulation and Simulation Software, Model Evaluation
初级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Anomaly Detection, Data Preprocessing, Data Mining, Applied Machine Learning, Feature Engineering, Exploratory Data Analysis, Data Analysis, Algorithms
中级 · 课程 · 1-3 个月

Packt
您将获得的技能: Data Cleansing, Data Manipulation, Advanced Analytics, Applied Machine Learning, Data Wrangling, Fraud detection, Data Transformation, Predictive Modeling, Machine Learning, Data Pipelines, Data Preprocessing, Feature Engineering, Sampling (Statistics), Data Integration, Model Evaluation, Workflow Management, Complex Problem Solving
中级 · 课程 · 1-3 个月

Arizona State University
您将获得的技能: Matplotlib, File I/O, NumPy, Plot (Graphics), Pandas (Python Package), Data Structures, Data Visualization Software, Data Analysis, Python Programming, Data Processing, Data Manipulation, Exploratory Data Analysis, Data Import/Export, Computer Programming
初级 · 课程 · 1-4 周

Dubai College of Tourism
您将获得的技能: 数据驱动的决策制定, 酒店管理, 数据分析, 收入管理, 预测, 性能分析, 关键绩效指标 (KPI), 趋势分析, 餐厅运营, 绩效衡量, 团队管理, 餐厅管理, 客户需求规划, 业务指标, 收入预测
初级 · 课程 · 1-4 周

您将获得的技能: Customer Service, Customer experience strategy (CX), Customer Analysis, Process Mapping, Customer Insights, Process Design, Customer Support, Cross-Channel Marketing, Marketing Operations, Business Process, Web Analytics, Marketing
初级 · 指导项目 · 不超过 2 小时

Institute for the Future
您将获得的技能: 创新, 风险分析, 预测, 社会影响, 社会正义, 弹性, 战略思维, 适应, 趋势分析, 业务连续性规划, 危机管理, 组织领导力, 远见卓识, 系统思考, 变革管理
初级 · 课程 · 1-4 周

Tecnológico de Monterrey
您将获得的技能: Design Thinking, Change Management, Organizational Change, Innovation, Business Transformation, Forecasting, Strategic Thinking, Business Strategies, New Product Development, Value Propositions, Entrepreneurship, Trend Analysis
攻读学位
高级设置 · 课程 · 1-4 周

O.P. Jindal Global University
您将获得的技能: Econometrics, Regression Analysis, Probability & Statistics, Statistical Modeling, Statistical Analysis, Correlation Analysis, Time Series Analysis and Forecasting, Economics, Statistical Inference, Probability Distribution, Logistic Regression, Model Evaluation
攻读学位
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: 生成式人工智能, Prompt Engineering, 情境管理, 迁移学习, LLM 申请, 大型语言模型, ChatGPT, 技术交流, 抽样(统计), OpenAI, AI 个性化服务
中级 · 课程 · 1-4 周

Vanderbilt University
您将获得的技能: Data Presentation, Regression Analysis, Statistical Analysis, Statistical Reporting, Correlation Analysis, Technical Communication, Probability & Statistics, Scatter Plots, Data Analysis, Predictive Analytics, Generative AI, Statistical Modeling
中级 · 课程 · 1-4 周